L11 – Catalan number and T-routes
4,158字
18–26 分钟
Catalan Number
Triangulation of Convex Polygons
: convex -polygons (interior angles , vertices point outward)

DEFINITION: A triangulation of is a set of diagonals of which do not cross in their interiors.
The th Catalan Number (Euler, 1751): # of triangulations of

Earlier findings: Ming Antu (1692-1763) in Qing court (China), established the following formula in “Quick Methods for Accurate Values of Circle Segments”:
Recurrence Relation: ,
- has triangulations
- After removing an edge , each triangulation of gives
- a triangulation for and a triangulation for

Binary Trees
DEFINITION: A binary tree is defined recursively as follows.
- The empty set is a binary tree.
- Otherwise, a binary tree has a root vertex , a left subtree , and a right subtree , both of which are binary trees.
- left child: the root of ; right child: the root of

THEOREM: The number of binary trees with vertices is
- proof is omitted
Plane Trees
DEFINITION: A plane tree (ordered tree) is defined recursively as follows.
- A single vertex is a plane tree. And the vertex is called the root of the tree.
- Otherwise, a plane tree has a root vertex , and a sequence of subtrees, each of which is a plane tree.

THEOREM: The number of plane trees with vertices is .
- proof is omitted
Parenthesization
DEFINITION: A parenthesization (or bracketing) of a string of symbols consists of the insertion of left parentheses and right parentheses that define binary operations on the string.
- Eugêne Charles Catalan (1814-1894) studied this problem in 1838
EXAMPLE: There are five parenthesizations on four symbols
- ;
- ;
- ;
- ;
THEOREM: The number of parenthesizations of a string of symbols is .
- proof is omitted
Ballot sequence
DEFINITION: A ballot sequence of length is a sequence of ‘s and ‘s, where
- the number of ‘s is equal to the number of ‘s; and
- the sum of every prefix of the sequence is nonnegative.
Bertrand’s Ballot Problem (special case): There are two candidates A and B in an election. Each receives votes. What is the probability that A will never trail B during the count of votes?
- First published by W. A. Whitworth (1840-1905) in 1878
- Named after Joseph Louis Francois Bertrand (1822-1900) who rediscovered it in 1887.
EXAMPLE: AABABBBAAB is bad, since among the first 7 votes, A receives 3 but B receives 4 , which is greater than 3.
THEOREM: The number of Ballot sequences of length is .
- proof is omitted
Dyck path
DEFINITION: A Dyck path of length is a sequence , , of lattice points (points with integral entries) such that
- for all
- for all

THEOREM: The number of Dyck paths of length is .
REMARK: Dyck path may be called T-route generally. The name of “Dyck path” is in memory of German mathematician Walther von Dyck (1856-1934)






THEOREM: Let satisfy the T-condition, where . Then # of T-routes from to that do not intersect the x-axis is
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原来选票问题和二叉树也是Catalan数,数学真奇妙
原来平面树和括号表达式也是Catalan数
原来迪克路径也是Catalan数的一种表现
组合数学的魅力
原来平面树也是Catalan数,之前只知道括号匹配
Catalan数在这么多领域都有应用,有点震撼
原来选票问题和二叉树也是Catalan数,数学真奇妙
原来选票问题和二叉树也是Catalan数,数学真奇妙
原来选票问题和括号匹配都是Catalan数,神奇
组合数学的魅力
原来选票问题也是Catalan数,数学无处不在啊
明安图那个公式,清朝人怎么算出来的,离谱。
原来括号匹配和树结构都跟Catalan数有关
这公式推导看晕了…当年离散数学怎么过的都忘了